30 citations · 34 across the 5 of their papers we have counts for
5 papers
Generative AI Beyond Tokens: Quantum Resource Consumption of IQP Circuits
Tom Krüger, Wolfgang Mauerer
Quantum generative modelling casts sampling as a generative task: a parametrised quantum circuit is trained such that sampling reproduces a target probability distribution. Instant…
Out of the Loop: Structural Approximation of Optimisation Landscapes and non-Iterative Quantum Optimisation
Tom Krüger, Wolfgang Mauerer
The Quantum Approximate Optimisation Algorithm (QAOA) is a widely studied quantum-classical iterative heuristic for combinatorial optimisation. While QAOA targets problems in compl…
Effects of Imperfections on Quantum Algorithms: A Software Engineering Perspective
Felix Greiwe, Tom Krüger, Wolfgang Mauerer
Quantum computers promise considerable speedups over classical approaches, which has raised interest from many disciplines. Since any currently available implementations suffer fro…
Too much information: why CDCL solvers need to forget learned clauses
Tom Krüger, Jan-Hendrik Lorenz, Florian Wörz
Conflict-driven clause learning (CDCL) is a remarkably successful paradigm for solving the satisfiability problem of propositional logic. Instead of a simple depth-first backtracki…
Quantum Annealing-Based Software Components: An Experimental Case Study with SAT Solving
Tom Krüger, Wolfgang Mauerer
Quantum computers have the potential of solving problems more efficiently than classical computers. While first commercial prototypes have become available, the performance of such…